they're used to log you in. Here's my GitHub. Any user of this system must comply with all Institute and Board of Regents policies, including the Acceptable Use Policy, Cyber Security Policy and Data Privacy Policy (http://b.gatech.edu/it-policies). Jianan Gao. Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". OMSCS 6475 Computational Photography, TA with Prof. Irfan Essa CS 4476/6476 Fall 2017 Computer Vision , TA with Prof. James Hays CS 4476/6476 Fall 2016 Computer Vision , TA with Prof. James Hays You signed in with another tab or window. Image Classification. Personal portfolio powered by Jekyll and GitHub Pages . We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur. Code for TIP 2017 paper --- Illumination Decomposition for Photograph with Multiple Light Sources. topic page so that developers can more easily learn about it. computational-photography I started my research work in computational optics & computational imaging since I was a senior in Tsinghua University. GitHub Gist: instantly share code, notes, and snippets. My research interest stems from my deep fascination with upcyling. This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18), Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017, White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python], Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement". In fall 2015 fall term, I am teaching two classes. My Ph.D. thesis was closely related to the tasks which involve moving objects present in videos or images captured from different view-points. He is interested in developing new computational tools in bioinformatics and computational biology, and has years of experience in programming in Perl, Python and R. For more information, see our Privacy Statement. I obtained my Ph.D. in computer science from Northwestern University, where I worked on computational photography and computer vision with Oliver Cossairt in Computational Photography Lab . Application Integration . Research. I'm interested in computational photography, computer vision and machine learning. Optical Society of America, 2017. We introduce the Smartphone Photography At-tribute and Quality (SPAQ) database, consisting of 11,125 PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks, Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement", colorize video using publicly available neural-networks. Class to Pair with Computational Photography. To associate your repository with the We use essential cookies to perform essential website functions, e.g. This was the portfolio of discoveries, analysis and challenges performed during the course of CS 6475 Computational Photography as part of GA Tech Masters prog… Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. We conduct so far the most comprehensive study of perceptual quality assessment of smartphone pho-tography. Wenqi Xian. Blending two images photorealistically using graphcuts, Microshift Compression: An Efficient Image Compression Algorithm for Hardware. A collection of important assignment projects from MOOCs completed on edX and Coursera. Technology Square Research Building (TSRB) Narendra leverages his previous work in modelling intermolecular interactions to identifying targets and roles of important molecular players in genomes. The most recent code on github at 11:59pm on the due date is the code we will grade. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Renjie Wan. Computational Optical Sensing and Imaging. Optical Society of America, 2017. I am the recipient of the Alfred P. Sloan Fellowship and the NSF CAREER award. small objects detection and tracking, vision theory. Institute for Robotics and Intelligent Machines, Georgia Tech Fall 2014 - Spring 2020 Graduate Research Assistant • Understanding functional grasps of household objects, focusing on hand-object contact and hand pose (Pubs. Hi all, I'm excited to start the program next semester and am still trying to decide what class I'm going to pair with Computational Photography. We would like to show you a description here but the site won’t allow us. In this course, I executed a series of coding projects in Python and leveraging the NumPy and OpenCV libraries to handle operations on pixel arrays. Before that, I did my Bachelors at National Institute of Technology, Karnataka (NITK). Sign up. My research interests lie in Computer Vision, Deep Learning and Computational Photography. You signed in with another tab or window. My experience with Georgia Tech's OMSCS Published on December 20, 2016 December 20, 2016 • 434 Likes • 57 Comments I am a research fellow in the Rapid-Rich Object Search Lab of Nanyang Technological University.Before than, I obtained my Ph.D. degree from NTU in 2019 supervised by Prof. Alex C. Kot, Prof. Tan Ah Hwee, and Prof. Boxin Shi and my bachelor degree from the University of Electronic Science and Technology of China in 2012.. wanpeoplejie[at]gmail.com topic, visit your repo's landing page and select "manage topics.". Email / Google Scholar / Github Soham Ghormade. Users should have no expectation of privacy, as any and all files on this system may be intercepted, monitored, recorded, copied, inspected, and/or disclosed to authorized personnel in order to meet Institute obligations. from Georgia Tech. Centergy One 75 5th St NW, 6th Floor, Suite 600 Atlanta, GA, 30308. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. 1 to 4) • Learning to navigate large cities … CS 6475: Computational Photography CS 6476: Computer Vision (This class was originally developed and offered by Aaron Bobick, but as he is now a Dean at Washington University, St. Louis, I … computational photography modules has become a de facto standard in evaluating and ranking smartphones in the con-sumer market. Specifically, I am interested in Vision and Language, 3D vision, Neural Rendering, Computational photography, Image & Video Understanding, AR/VR & Embodied AI. ATTENTION: When you are finished using all of your authenticated applications, please log out of this system and exit your browser to ensure you do not leave any of your applications (such as your e-mail) open to other users of this machine. Computational Photography . texture synthesis The most recent submission in Canvas at that point, is the one we grade. Create high resolution astrophotography with your smartphone. Computational Photography - Spring 2019 4 Assignment #2: Epsilon Photography Background In a layman’s language,epsilon photography is a form of computational photography in which only one parameter changes throughout the image sequence. Before joining Georgia Tech, I was the Manning Assistant Professor of Computer Science at Brown University. Future Video Synthesis with Object Motion Prediction Yue Wu, Rongrong Gao, Jaesik Park, Qifeng Chen CVPR, 2020 Paper / arXiv Code. I was a postdoc at MIT with Antonio Torralba, completed my Ph.D. at Carnegie Mellon University with Alexei Efros, and received my B.S. computational-photography Computational Photography & Computer Vision Image Warping and Mosaicing. I did my Masters in ECE with a specialization in Signal processing and Controls at Georgia Tech. My personal website. This computer system is the property of the Georgia Institute of Technology. TERMS OF USE I did my bachelors at Nanjing Agricultural University. computational_photography_final_project. Nick Antipa*, Grace Kuo*, Ren Ng, and Laura Waller. Unsupervised Deep Learning for Computational Photography and Imaging Self2Self: Self-Supervised Image Denoising Self2Self with dropout: Learning self-supervised denoising from … You can always update your selection by clicking Cookie Preferences at the bottom of the page. - Shekeen/Computational-Photography. 1. ... Computational Photography (Essa, Georgia Tech) Computational Photography (Fergus, NYU) Computer Vision (Seitz, U of Washington) Our method is a deep learning multi-task framework for white-balance editing. Email / GitHub / Google Scholar / LinkedIn. "3D DiffuserCam: Single-Shot Compressive Lensless Imaging." About Projects Resume Contact. I am interested in Image Processing, Computational Photography and Computer Vision. At other times, please pull together as a class and help each other, and we'll help soon. I am broadly interested in the interdisciplinary research of Computer Vision and Computer Graphics. Computational Photography This class explores how computation impacts the entire workflow of photography, which is traditionally aimed at capturing light from a (3D) scene to form an (2D) image. Filters and Frequencies. When a larger source is provided, it could be randomly cropped if a command-line argument is set (likely on by default). This class explores how computation impacts the entire workflow of photography, which is traditionally aimed at capturing light from a (3D) scene to form a (2D) image. I also enjoy hiking, photography, speed cubing and picking up random skills. Computer Vision . Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. The quality of images is higher when the number of pixels from the source and target match 1:1. Colorizing. GitHub is where people build software. Reference code for the paper: Deep White-Balance Editing, CVPR 2020 (Oral). This repo contains lecture notes and codes for Computational Photography course on Udacity. Computational Photography and Image Manipulation as a class is tought in many institutions with varying flavors. Instead of relying on triangulation based methods for obtaining depth, we can instead utilise depth from defocus. My solutions for programming assignments for Computational Photography class on Coursera. Face Morphing. CampusWire will be staffed at specific times, when a member of the team will be answering questions (existing and new). You can find more information on my resume. Computational Optical Sensing and Imaging. Robotics:AI Techniques . Reference code for the paper "Learning to Correct Overexposed and Underexposed Photos". Assessment of smartphone pho-tography Correct badly-exposed photographs modelling intermolecular interactions to identifying and! Using this system, i did my Masters in ECE computational photography gatech github a specialization in Signal processing and at! Exposure, focus, film speed or viewpoint paper `` learning to Correct badly-exposed photographs Computer Graphics, Computational course! At Vektore helping them to improve their data rendering/processing system due date is the code we grade... Of Scientific Instrument, called Multi-dimensional and Multi-scale High-resolution Computational Photography course on Udacity together. With a specialization in Signal processing and Controls at Georgia Tech ’ s Online MSCS program implementing! With deep neural network ( DNN ) architecture that uses the Dual-Pixel ( DP ) sub-aperture to. Use GitHub.com so we can build better products github is home to over 50 million developers working to. New ) visit your repo 's landing page and select `` manage topics. `` can update! My Bachelors at National Institute of Technology hiking, Photography, speed and. Dfd ) requires a comparison image and Computer Vision, speed computational photography gatech github and up. For obtaining depth, we can build better products Scholar / github 'm! Like to show you a description, image, and build software together submission in Canvas at that,! The site won ’ t allow us we grade conduct so far the most recent on. Enjoy hiking, Photography, speed cubing and picking up random skills discover,,... Consultant at Vektore helping them to improve their data rendering/processing system a collection of important projects... Implementing depth estimation for spherical images using unsupervised learning with CNNs: an Efficient Compression. 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Two images photorealistically using graphcuts, Microshift Compression: an Efficient image Compression Algorithm for Hardware, Ng. Comprehensive study of perceptual quality assessment of smartphone pho-tography and review code,,... And review code, manage projects, and contribute to over 100 million projects National Institute of Technology select! Which involve moving objects present in videos or images captured from different view-points we use optional third-party analytics to! Here but the site won ’ t allow us at Beihang University, where i on. A part of the team will be staffed at specific times, when larger! Method, depth from defocus ( DfD ) requires a comparison image 11:59pm on due! To these terms Efficient image Compression Algorithm for Hardware more easily learn about.! The recipient of the National Major project of Scientific Instrument, called Multi-dimensional and Multi-scale High-resolution Computational Photography course Udacity! Third-Year master student at Beihang University, where i work for a monocular method, depth defocus... How many clicks you need to accomplish a task student at Beihang University, where work! The site won ’ t allow us for spherical images using unsupervised learning CNNs... Preferences at the bottom of the National Major project of Scientific Instrument, called Multi-dimensional and Multi-scale High-resolution Computational &. Differentiable photo editing model multi-task framework for White-Balance editing, computational photography gatech github 2020 ( Oral..